Machine Learning-enabled Performance Model for DNN Applications and AI Accelerator.
Ruohan WuMingfan LiHanxi LiTianxiang ChenXinghui TianXiaoxin XuBin ZhouJunshi ChenHong AnPublished in: HPCC/DSS/SmartCity/DependSys (2022)
Keyphrases
- machine learning
- artificial intelligence
- probabilistic model
- objective function
- knowledge acquisition
- simulation model
- management system
- statistical model
- cost function
- computational model
- parameter estimation
- neural network
- multiscale
- decision trees
- mathematical model
- knowledge based systems
- formal model
- input data
- computational intelligence
- prior knowledge
- video sequences
- reinforcement learning
- high level
- learning algorithm
- data mining